How Tamanor works

You connect an account through the platform's official OAuth flow. Tamanor stores only OAuth tokens (encrypted at rest in production) — never a password, and it never scrapes.

A background worker reads new comments and reviews on a schedule, and webhooks deliver near-real-time events. Every fetched item is normalized and deduplicated so the same comment is never processed twice.

Each item is classified by a hybrid engine (brand rules plus AI risk analysis) into a risk level and category. High-risk items can generate a proposed action, but Tamanor only proposes — it never executes automatically.

Proposed actions wait in an approval queue. A reviewer with the right role approves or rejects. Only Facebook comment hiding is enabled as a live action today, and only after approval, with the whole flow written to an immutable audit log.